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ICRA 2026

2898 papers · 2898 AI summaries · 2026

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1845 result(s) for “Learning from Experience” Page 10 of 37
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Learning Controlled Separation of Small Objects between Two Fingers with a Tactile Skin AI summary
Ulf Kasolowsky, Berthold Bäuml
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Flexible Locomotion Learning with Diffusion Model Predictive Control AI summary
Runhan Huang, Haldun Balim, HENG YANG, Yilun Du
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Learning Task-Invariant Properties Via Dreamer: Enabling Efficient Policy Transfer for Quadruped Robots AI summary
Junyang Liang, Yuxuan Liu, Yanbin Chang, Junfan Lin, JunKai JI, Hui Li, Changxin Huang, Jianqiang Li
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SignBot: Learning Human-To-Humanoid Sign Language Interaction AI summary
Guanren Qiao, Sixu Lin, Ronglai Zuo, Zhizheng Wu, Kui JIA, Guiliang Liu
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ST-HNet: A CNN-LSM Hybrid Architecture for Spatio-Temporal Feature Learning in Event-Based Visual Place Recognition AI summary
Xun Xiao, Shasha Guo, Tie Junbo, Jingyue Zhao, Ziqi Wang, Yuan Li, jingzhuo yuan, Qiang Dou, Lei Wang
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JuggleRL: Mastering Ball Juggling with a Quadrotor Via Deep Reinforcement Learning AI summary
Shilong Ji, Yinuo Chen, Chuqi Wang, Jiayu Chen, Ruize Zhang, Feng Gao, Wenhao Tang, Shu'ang Yu, Sirui Xiang, Xinlei Chen, Chao Yu, Yu Wang
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CBF-RL: Safety Filtering Reinforcement Learning in Training with Control Barrier Functions AI summary
Lizhi Yang, Blake Werner, Massimiliano de Sa, Aaron Ames
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Learning-Guided Force-Feedback Model Predictive Control with Obstacle Avoidance for Robotic Deburring AI summary
Krzysztof Wojciechowski, Ege Gursoy, Arthur Haffemayer, Sebastien Kleff, Vincent Bonnet, Florent Lamiraux, Nicolas Mansard
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Primal-Dual iLQR for GPU-Accelerated Learning and Control in Legged Robots AI summary
Lorenzo Amatucci, Joao Moreira de Sousa Pinto, Giulio Turrisi, Dominique Orban, Victor Barasuol, Claudio Semini
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ManipForce: Force-Guided Policy Learning with Frequency-Aware Representation for Contact-Rich Manipulation AI summary
Geonhyup Lee, Youngjin Lee, Kangmin Kim, Seongju Lee, Sangjun Noh, Seunghyeok Back, Kyoobin Lee
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SARL: Spatially-Aware Self-Supervised Representation Learning for Visuo-Tactile Perception AI summary
Gurmeher Khurana, Lan Wei, Dandan Zhang
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Safe and Stable Neural Network Dynamical Systems for Robot Motion Planning AI summary
Allen Emmanuel Binny, Mahathi Anand, Hugo Tadashi Kussaba, Lingyun Chen, Shreenabh Agrawal, Fares Abu-Dakka, Abdalla Swikir
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Scalable Multi-Objective Robot Reinforcement Learning through Gradient Conflict Resolution AI summary
Humphrey James Lee Munn, Brendan Tidd, Peter Bohm, Marcus Gallagher, David Howard
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Learning Geometry-Aware Nonprehensile Pushing and Pulling with Dexterous Hands AI summary
Yunshuang Li, Yiyang Ling, Gaurav Sukhatme, Daniel Seita
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EndoDDC: Learning Sparse to Dense Reconstruction for Endoscopic Robotic Navigation Via Diffusion Depth Completion AI summary
Yinheng LIN, Yiming Huang, Beilei Cui, Long Bai, Huxin Gao, Hongliang Ren, Jiewen Lai
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NavMoE: Hybrid Model and Learning-Based Traversability Estimation for Local Navigation Via Mixture of Experts AI summary
Botao He, Amir Hossein Shahidzadeh, Yu Chen, Jiayi Wu, Tianrui Guan, Guofei Chen, Dinesh Manocha, Howie Choset, Glen Chou, Cornelia Fermüller, Yiannis Aloimonos
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PeRoI: A Pedestrian-Robot Interaction Dataset for Learning Avoidance, Neutrality, and Attraction Behaviors in Social Navigation AI summary
Subham Agrawal, Nico Ostermann-Myrau, Nils Dengler, Maren Bennewitz
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Unified Meta-Representation and Feedback Calibration for General Disturbance Estimation AI summary
Zihan Yang, Jindou Jia, Meng Wang, Yuhang Liu, Kexin Guo, Xiang Yu
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Towards Automated Chicken Deboning Via Learning-Based Dynamically-Adaptive 6-DoF Multi-Material Cutting AI summary
Zhaodong Yang, Ai-Ping Hu, Harish Ravichandar
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UltraDexGrasp: Learning Universal Dexterous Grasping for Bimanual Robots with Synthetic Data AI summary
Sizhe Yang, Yiman Xie, Zhixuan Liang, Yang Tian, Jia Zeng, Dahua Lin, Jiangmiao Pang
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Knowledge-Guided Manipulation Using Multi-Task Reinforcement Learning AI summary
Aditya Narendra, Mukhammadrizo Maribjonov, Dmitry Makarov, Dmitry Yudin, Aleksandr Panov
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Right-Side-Out: Learning Zero-Shot Sim-To-Real Garment Reversal AI summary
Chang Yu, Siyu Ma, Wenxin Du, Zeshun Zong, Han Xue, Wendi Chen, Cewu Lu, Yin Yang, Xuchen Han, Joseph Masterjohn, Alejandro Castro, Chenfanfu Jiang
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The Developments and Challenges towards Dexterous and Embodied Robotic Manipulation: A Survey AI summary
Gaofeng Li, Ruize Wang, Peisen Xu, Qi Ye, Jiming Chen
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A Case Study on LLM-Guided Reinforcement Learning for Decentralized Autonomous Driving AI summary
Timur Anvar, Jeffrey Chen, Yuyan Wang, Rohan Chandra
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Diffusion Trajectory-Guided Policy for Long-Horizon Robot Manipulation AI summary
shichao Fan, Quantao Yang, yajie liu, Kun Wu, Zhengping Che, qingjie Liu, Min Wan
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AdaThinkDrive: Adaptive Thinking Via Reinforcement Learning for Autonomous Driving AI summary
yuechen luo, Fang LI, Shaoqing Xu, Zhiyi Lai, Lei Yang, Qimao Chen, Ziang Luo, Zixun Xie, Shengyin Jiang, Jiaxin Liu, Long Chen, Bing Wang, Zhi-Xin Yang
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A Cyclic Adaptation-Generalization Framework with Uncertainty-Guided Self-Paced Learning for Long-Term Brain-Machine Interfaces AI summary
Jiyu Wei, Di Hong, Zhanjie Zhang, Dazhong Rong, Qinming He, Yueming Wang
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Amplifying Force-Feedback Cues for Enhancing Dexterous Skill Transfer in Virtual Environments AI summary
Eunchae Kim, Jaewan Lim, Jiyoung Park, Yongjae Yoo
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Estimating Human Muscular Fatigue in Dynamic Collaborative Robotic Tasks with Learning-Based Models AI summary
Feras Kiki, Pouya Pourakbarian Niaz, Alireza Madani, Cagatay Basdogan
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SF-ODNav: Successor Feature Framework for Map-Less Target-Driven Outdoor Visual Navigation AI summary
Junzhe Wu, Jiaming Zhang, Tingrong Zhang, Ruining Tao, Huy Tran, Girish Chowdhary
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COLA: Learning Human-Humanoid Coordination for Collaborative Object Carrying AI summary
Yushi Du, Yixuan Li, Baoxiong Jia, Yutang Lin, Pei Zhou, Wei Liang, Yanchao Yang, Siyuan Huang
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Low-Dimensional Tactile Glove for Visuo-Tactile Robot Hand Control: A Preliminary Study AI summary
Gi-gwang Baek, DongWook Kim
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SpikeATac: A Multimodal Tactile Finger with Taxelized Dynamic Sensing for Dexterous Manipulation AI summary
Eric T. Chang, Peter Ballentine, Zhanpeng He, DoGon Kim, Kai Jiang, Hua Hsuan Liang, Joaquin Palacios, William Wang, Pedro Piacenza, Ioannis Kymissis, Matei Ciocarlie
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Should I Replan? Learning to Spot the Right Time in Robust MAPF Execution AI summary
David Zahr ́adka,, David Woller, Denisa Muˇz ́ıkov ́a,, Miroslav Kulich and Libor Pˇreuˇcil
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Concurrent-Learning Based Relative Localization in Shape Formation of Robot Swarms AI summary
Jinhu Lv, Kunrui Ze, Shuoyu Yue, Kexin Liu, Wei Wang, Guibin Sun
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Re-MAE: Rethinking Masked Autoencoders towards Geometry-Aware Self-Supervised LiDAR-Based 3D Object Detection AI summary
Youngho Cheon, Jae-Keun Lee, Soon Kwon, Jin-Hee Lee, Yongseob Lim
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Exploring History-Aware Online Actor-Critic for Smart Manufacturing Tasks in the RICAIP Testbed AI summary
Tomas Horelican
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VO-DP: Semantic-Geometric Adaptive Diffusion Policy for Vision-Only Robotic Manipulation AI summary
Zehao Ni, Yonghao He, Lingfeng Qian, Jilei Mao, Fa Fu, Wei Sui, Hu Su, Junran Peng, Zhipeng Wang, Bin He
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Robot Deformable Object Manipulation Via NMPC-Generated Demonstrations in Deep Reinforcement Learning AI summary
Haoyuan Wang, Zihao Dong, Tong Zhu, HongLiang Lei, Weizhuang Shi, Zejia Zhang, Wei Luo, Weiwei Wan, Xinxing Chen, Jian Huang
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PPGuide: Steering Diffusion Policies with Performance Predictive Guidance AI summary
Zixing Wang, Devesh Jha, Ahmed H. Qureshi, Diego Romeres
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Behavior-Controllable Stable Dynamics Models on Riemannian Configuration Manifolds AI summary
Byeongho Lee, Yonghyeon Lee, Junsu Ha, Frank Park
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MetaDAT: Generalizable Trajectory Prediction Via Meta Pre-Training and Data-Adaptive Test-Time Updating AI summary
Yuning Wang, Pu Zhang, Yuan He, Ke Wang, Jianru Xue
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Few-Shot Neural Differentiable Simulator: Real-To-Sim Rigid-Contact Modeling AI summary
Zhenhao Huang, Siyuan Luo, Bingyang Zhou, Ziqiu Zeng, Fan Shi
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Masked IRL: LLM-Guided Reward Disambiguation from Demonstrations and Language AI summary
Minyoung Hwang, Alexandra Forsey-Smerek, Nathaniel Dennler, Andreea Bobu
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START: Traversing Sparse Footholds with Terrain Reconstruction AI summary
Ruiqi Yu, Qianshi Wang, Hongyi Li, Jun Zheng, Zhicheng Wang, Jun Wu, Qiuguo Zhu
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ViTacGen: Robotic Pushing with Vision-To-Touch Generation AI summary
Zhiyuan Wu, Yijiong Lin, Yongqiang Zhao, Xuyang Zhang, Zhuo Chen, Nathan Lepora, SHAN LUO
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TARAD: Task-Aware Robot Affordance-Centric Diffusion Policy Learned from LLM-Generated Demonstrations AI summary
Site Hu, Takayuki Nagai, Takato Horii
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Neuromorphic Event Camera-Based Object Recognition and Grasping Position Detection Using a Transfer Learning-Enhanced Multi-Task Model AI summary
Muhammad Hamza Zafar, Syed Kumayl Raza Moosavi, Filippo Sanfilippo
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MV3D: Multi-View 3D Reconstruction of Objects Using Forward-Looking Sonar AI summary
Nael Jaber, Bilal Wehbe, Leif Christensen, Frank Kirchner
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Neural Operators for Design-Space Surrogate Modeling of Tendon-Actuated Continuum Robots AI summary
Branden Frieden, James Ferguson, Alan Kuntz, Varun Shankar
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